{"id":1077894,"date":"2025-09-29T12:50:21","date_gmt":"2025-09-29T11:50:21","guid":{"rendered":"https:\/\/pulse.microsoft.com\/?p=1077894"},"modified":"2025-09-29T12:50:22","modified_gmt":"2025-09-29T11:50:22","slug":"fa2-the-future-of-mobility-driving-innovation-in-transport-with-ai","status":"publish","type":"post","link":"https:\/\/pulse.microsoft.com\/nl-nl\/transform-nl-nl\/government-nl-nl-2\/fa2-the-future-of-mobility-driving-innovation-in-transport-with-ai\/","title":{"rendered":"The future of mobility: driving innovation in transport with AI"},"content":{"rendered":"<p><span data-contrast=\"none\">The transport sector is going through yet another period of unprecedented change. At a time when themes such as sustainability, safety and experience are more important than ever, operators are having to juggle passenger expectations with seamless services and the complex operational demands of managing vast networks.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Research shows 91% of\u00a0logistics\u00a0firms report that their clients now demand seamless, end-to-end\u00a0logistics\u00a0services from a single provider.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Faced with such a dynamic and fast-paced environment, operators\u00a0are in need of\u00a0a new approach\u00a0\u2013 one powered by advanced digital capabilities.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">As our recent\u00a0<\/span><i><span data-contrast=\"none\">Cloud Migration Simplified eBook<\/span><\/i><span data-contrast=\"none\">\u00a0highlights, cloud computing is &#8220;more crucial than ever to adopt technical infrastructure that matches the pace of digital transformation and leverages cloud technologies to unlock innovation and efficiency&#8221;.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">That applies to artificial intelligence (AI) too.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">According to\u00a0<\/span><a href=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/manufacturing-and-mobility\/mobility\/2025\/03\/20\/the-future-of-logistics-how-generative-ai-and-agentic-ai-is-creating-a-new-era-of-efficiency-and-innovation\/?wt.mc_id=AID3081404_QSG_666996\"><span data-contrast=\"none\">r<\/span><span data-contrast=\"none\">ecent research<\/span><\/a><span data-contrast=\"none\">, AI-powered innovations could reduce\u00a0logistics\u00a0costs by 15%,\u00a0optimize\u00a0inventory levels by 35%, and boost service levels by 65%. Over the next two decades, AI adoption in\u00a0logistics\u00a0could generate between\u00a0$1.3 trillion\u00a0and\u00a0$2 trillion\u00a0per year in economic value.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h2><b><span data-contrast=\"none\">NS: a blueprint for AI-powered transport reliability<\/span><\/b><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">A prime example of this transformation is Dutch national railway service provider\u00a0Nederlandse\u00a0Spoorwegen (NS). On a mission to make the country more accessible by public transport, NS faced a challenge with their OV-fiets\u00a0bike-sharing service, where shortages\u00a0impacted\u00a0passenger experience. To address this, NS\u2019s data science team adopted\u00a0<\/span><a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/machine-learning\/?msockid=271ef022e5df63342aeae55ee4d96278&amp;wt.mc_id=AID3081404_QSG_666997\"><span data-contrast=\"none\">Azure Machine Learning<\/span><\/a><span data-contrast=\"none\">\u00a0to build a predictive model for bike availability.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">The impact has been significant.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">By allowing commuters to plan alternatives, the model increases overall reliability and enhances customer satisfaction. This also supports NS\u2019s long-term strategic planning, allowing them to forecast future bike demand.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h2><b><span data-contrast=\"none\">The road ahead<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"none\">The journey for NS, and indeed for the entire transport sector, is one of continuous innovation. Looking ahead, NS plans to embed the model into their app, which serves over two million users, and extend its rollout to third parties.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">For transport organizations globally the potential\u00a0remains\u00a0huge \u2013 and the canvas for innovation\u00a0still gloriously\u00a0blank.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>Discover Nederlandse Spoorwegen&#8217;s AI-powered rail transformation. <span data-contrast=\"auto\">Learn how this railway company revolutionized predictive maintenance and operational efficiency with Azure Machine Learning.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><a href=\"https:\/\/www.microsoft.com\/en\/customers\/story\/24395-nederlandse-spoorwegen-azure-machine-learning?wt.mc_id=AID3081404_QSG_666998\"><b><span data-contrast=\"none\">Read the full story.<\/span><\/b><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The transport sector is going through yet another period of unprecedented change. At a time when themes such as sustainability, safety and experience are more important than ever, operators are having to juggle passenger expectations with seamless services and the complex operational demands of managing vast networks.\u00a0 Research shows 91% of\u00a0logistics\u00a0firms report that their clients [&hellip;]<\/p>\n","protected":false},"author":935,"featured_media":1078054,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[590],"class_list":["post-1077894","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digital-transformation-nl-nl","specials-transform-nl-nl","verticalIndustries-government-nl-nl-2","stories-hoe-richt-ik-mijn-bedrijf-in-om-innovatief-te-ondernemen-innoveren-in-je-business","stories-innovation-nl-nl","businessPriorities-data-ai-nl-nl"],"_links":{"self":[{"href":"https:\/\/pulse.microsoft.com\/nl-nl\/wp-json\/wp\/v2\/posts\/1077894"}],"collection":[{"href":"https:\/\/pulse.microsoft.com\/nl-nl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pulse.microsoft.com\/nl-nl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pulse.microsoft.com\/nl-nl\/wp-json\/wp\/v2\/users\/935"}],"replies":[{"embeddable":true,"href":"https:\/\/pulse.microsoft.com\/nl-nl\/wp-json\/wp\/v2\/comments?post=1077894"}],"version-history":[{"count":3,"href":"https:\/\/pulse.microsoft.com\/nl-nl\/wp-json\/wp\/v2\/posts\/1077894\/revisions"}],"predecessor-version":[{"id":1079030,"href":"https:\/\/pulse.microsoft.com\/nl-nl\/wp-json\/wp\/v2\/posts\/1077894\/revisions\/1079030"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pulse.microsoft.com\/nl-nl\/wp-json\/wp\/v2\/media\/1078054"}],"wp:attachment":[{"href":"https:\/\/pulse.microsoft.com\/nl-nl\/wp-json\/wp\/v2\/media?parent=1077894"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pulse.microsoft.com\/nl-nl\/wp-json\/wp\/v2\/categories?post=1077894"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}